Fold 1 - Understanding why coefficient -511762 was selected
Tag: SLEEVELESS SHIRT
Selected Coefficient: -511762
Taxonomy Path: -0.0.3.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -511762 | 1.000160 | -0.0.3.1 | -1.3.0.0 (-(493039 + 3*79^2)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | No | |
| 3532486 | 2.000000 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "SLEEVELESS SHIRT" tag (processing sequence 2421). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 7955 | CD D C Womens Daisy Duke Motorcycle Denim Sleeveless Cropped Tied Button Front Top | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 4044248 | 3XL, XS | |
| 8060 | Mens Motorcycle Biker Shirt Burgundy Cut Off Sleeveless Shirt Size Small only | 0 | BUTTON UP | 511762 | 3XL, BIKER VEST | ||
| 8010 | CD D C Mens Motorcycle Heavy Biker Vest 6 Pockets Blue Size Medium only | -511762 | BUTTON UP | 0 | BIKER VEST |